https://github.com/at9596/multi_agent_research_assistant
A multi-agent AI research assistant that turns any topic into a comprehensive Markdown report using CrewAI and Gemini.
https://github.com/at9596/multi_agent_research_assistant
crewai gemini-api llm multi-agent research-assistant streamlit
Last synced: 15 days ago
JSON representation
A multi-agent AI research assistant that turns any topic into a comprehensive Markdown report using CrewAI and Gemini.
- Host: GitHub
- URL: https://github.com/at9596/multi_agent_research_assistant
- Owner: at9596
- Created: 2026-06-08T01:04:34.000Z (17 days ago)
- Default Branch: master
- Last Pushed: 2026-06-08T01:18:15.000Z (17 days ago)
- Last Synced: 2026-06-08T03:16:07.674Z (17 days ago)
- Topics: crewai, gemini-api, llm, multi-agent, research-assistant, streamlit
- Homepage:
- Size: 1.95 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# 🔬 Multi-Agent Research Assistant
An AI-powered multi-agent research assistant that automatically searches the web, synthesizes data, and generates executive-ready Markdown reports based on your custom topic and project description.
Built with **Streamlit**, **CrewAI**, and **Google Gemini**.
---
## 🚀 Features
* **Project-Driven Context:** Tailor the research depth and writing tone by providing a specific project description (e.g., *Executive Briefing, Technical Deep-Dive, Market Analysis*).
* **Multi-Agent Coordination:** Leverages CrewAI to coordinate three specialized agents:
1. **Senior Research Analyst:** Hunts for high-quality data using optimized search queries.
2. **Data Synthesis Specialist:** Filters noise, groups themes, and extracts key metrics.
3. **Chief Technical Writer:** Polishes the final output into clean, structured Markdown.
* **Smart Web Search:** Powered by Tavily API, an AI-native search engine designed to return clean snippets instead of messy HTML clutter.
* **Instant Export:** Download your generated research report as a `.md` file with a single click.
---
## 🛠️ Tech Stack
* **Frontend:** [Streamlit](https://streamlit.io/)
* **Agent Framework:** [CrewAI](https://www.crewai.com/)
* **LLM Backend:** [Google Gemini 1.5 Flash](https://ai.google.dev/) (via LangChain)
* **Search Tool:** [Tavily API](https://tavily.com/)
---
## 📋 Prerequisites
Before running the application, make sure you have:
1. Python 3.10 or higher installed.
2. A **Google Gemini API Key** (Get one from [Google AI Studio](https://aistudio.google.com/)).
3. A **Tavily API Key** (Get one from [Tavily](https://tavily.com/)).
---
## 🔧 Installation & Setup
1. **Clone the Repository:**
git clone https://github.com/at9596/multi_agent_research_assistant
cd multi_agent_research_assistant
2. Install Dependencies:
pip install streamlit crewai langchain-google-genai tavily-python
3. Run the Application:
streamlit run app.py